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--- |
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license: apache-2.0 |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: DistilGPT2-Beatles-Lyrics-finetuned |
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results: [] |
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widget: |
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- text: "Last night in Kiev the" |
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example_title: "Kiev" |
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- text: "It hasn't rained in weeks" |
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example_title: "Rain" |
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--- |
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# DistilGPT2-Beatles-Lyrics-finetuned |
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This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) on the [Huggingartists - beatles](https://huggingface.co/datasets/huggingartists/the-beatles) dataset. It will complete an input prompt with Beatles-like text. |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 5e-05 |
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- train_batch_size: 4 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- lr_scheduler_warmup_steps: 100 |
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- num_epochs: 5 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 2.748 | 1.0 | 165 | 2.3732 | |
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| 2.4395 | 2.0 | 330 | 2.1938 | |
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| 2.2968 | 3.0 | 495 | 2.1118 | |
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| 2.2075 | 4.0 | 660 | 2.0721 | |
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| 2.1393 | 5.0 | 825 | 2.0571 | |
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### Framework versions |
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- Transformers 4.18.0 |
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- Pytorch 1.11.0+cu113 |
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- Datasets 2.2.0 |
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- Tokenizers 0.12.1 |
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